Lambda vs Replicate vs Document360 vs Beam

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Lambda
vs
Competitor 1
Replicate
Competitor 2
Document360
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Document360
document360.com
Document360 is knowledge base software for publishing product documentation, help centers, SOPs, user manuals and API docs.
Make main Remove
Competitor Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
—
MoM change
—
▼ 3.1%
—
—
6-month growth
—
-30.2%
—
—
Global rank web
—
#39,584
—
—
Avg. last 3 months
—
1.1M
—
—
Bounce rate lower is better
—
35%
—
—
Pages / visit
—
5.6
—
—
Visit duration
—
5m 09s
—
—
Traffic sources
—
● Direct 92% · ● Referral 6%
—
—
LambdaReplicateDocument360Beam
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
—
Freemium
Starting price
—
—
—
$89per month · free tier available
Free tier
–
–
–
Free trial
–
–
–
–
API access
–
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
—
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
CodeData
ImagesText
DocumentsTextVideo
Code
Output
Apps
AudioImagesTextVideo
AppsText
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Business & MarketingEducation & LearningProductivity & OfficeAI Customer Service+2 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
10
6
Developer tools
–
GPU infrastructure
–
–
APIs
–
–
Cloud infrastructure
–
–
–
Knowledge bases
–
–
–
API docs
–
–
–
API integrations
–
–
–
Cloud computing
–
–
–
Customer support chatbot
–
–
–
Inference
–
–
–
MCP
–
–
–
Models
–
–
–
Writing documentation
–
–
–
AI search
–
–
–
Customer support
–
–
–
Development
–
–
–
Image generation
–
–
–
Knowledge exploration
–
–
–
LLM development
–
–
–
Model training
–
–
–
SOPs
–
–
–
SaaS knowledge base
–
–
–
Video generation
–
–
–
Virtual computing
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.